English

Processing Natural Language About Ongoing Actions

Artificial Intelligence 2016-08-02 v2 Computation and Language Human-Computer Interaction Robotics

Abstract

Actions may not proceed as planned; they may be interrupted, resumed or overridden. This is a challenge to handle in a natural language understanding system. We describe extensions to an existing implementation for the control of autonomous systems by natural language, to enable such systems to handle incoming language requests regarding actions. Language Communication with Autonomous Systems (LCAS) has been extended with support for X-nets, parameterized executable schemas representing actions. X-nets enable the system to control actions at a desired level of granularity, while providing a mechanism for language requests to be processed asynchronously. Standard semantics supported include requests to stop, continue, or override the existing action. The specific domain demonstrated is the control of motion of a simulated robot, but the approach is general, and could be applied to other domains.

Keywords

Cite

@article{arxiv.1607.06875,
  title  = {Processing Natural Language About Ongoing Actions},
  author = {Steve Doubleday and Sean Trott and Jerome Feldman},
  journal= {arXiv preprint arXiv:1607.06875},
  year   = {2016}
}

Comments

6 pages, 8 figures. Updated with PIPE citations

R2 v1 2026-06-22T15:02:14.453Z